22 citations · 25 across the 13 of their papers we have counts for
Showing 2026Show all
2 papers · 1 filter
math.GN2026
Universal approximation of continuous maps between topological vector spaces
Emanuele Zappala
We study the problem of universal approximation of continuous maps between topological vector spaces by neural networks. We provide a universal approximation theorem for maps betwe…
cs.LG2026
Nonlocal operator learning for fMRI encoding and decoding tasks
Andreas Kramer, Saugat Acharya, Alice Giola +1
Functional MRI data exhibit high-dimensional spatiotemporal structure, making both prediction and decoding challenging. In this work, we investigate neural integral-operator-based…